Dataset statistics
| Number of variables | 34 |
|---|---|
| Number of observations | 75811 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 24.3 MiB |
| Average record size in memory | 336.7 B |
Variable types
| Numeric | 27 |
|---|---|
| Categorical | 7 |
Reproduction
| Analysis started | 2024-06-16 06:12:39.992521 |
|---|---|
| Analysis finished | 2024-06-16 06:16:47.116953 |
| Duration | 4 minutes and 7.12 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Marital status
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1112635 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4405045 |
|---|---|
| Coefficient of variation (CV) | 0.39639967 |
| Kurtosis | 35.154972 |
| Mean | 1.1112635 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4038692 |
| Sum | 84246 |
| Variance | 0.19404422 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 69578 | |
| 2 | 5217 | 6.9% |
| 4 | 853 | 1.1% |
| 5 | 114 | 0.2% |
| 6 | 35 | < 0.1% |
| 3 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 69578 | |
| 2 | 5217 | 6.9% |
| 3 | 14 | < 0.1% |
| 4 | 853 | 1.1% |
| 5 | 114 | 0.2% |
| 6 | 35 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 35 | < 0.1% |
| 5 | 114 | 0.2% |
| 4 | 853 | 1.1% |
| 3 | 14 | < 0.1% |
| 2 | 5217 | 6.9% |
| 1 | 69578 |
Application mode
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.050257 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 17 |
| Q3 | 39 |
| 95-th percentile | 43 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 16.666313 |
|---|---|
| Coefficient of variation (CV) | 1.0383829 |
| Kurtosis | -1.2379722 |
| Mean | 16.050257 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.59716675 |
| Sum | 1216786 |
| Variance | 277.76597 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 34854 | |
| 17 | 16479 | |
| 39 | 14327 | |
| 44 | 2985 | 3.9% |
| 43 | 2654 | 3.5% |
| 7 | 1475 | 1.9% |
| 18 | 1249 | 1.6% |
| 42 | 546 | 0.7% |
| 51 | 436 | 0.6% |
| 16 | 262 | 0.3% |
| Other values (12) | 544 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 34854 | |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 87 | 0.1% |
| 7 | 1475 | 1.9% |
| 9 | 1 | < 0.1% |
| 10 | 40 | 0.1% |
| 12 | 1 | < 0.1% |
| 15 | 180 | 0.2% |
| Value | Count | Frequency (%) |
| 53 | 221 | 0.3% |
| 51 | 436 | 0.6% |
| 44 | 2985 | 3.9% |
| 43 | 2654 | 3.5% |
| 42 | 546 | 0.7% |
| 39 | 14327 | |
| 35 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 1 | < 0.1% |
| 18 | 1249 | 1.6% |
Application order
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6484151 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2330521 |
|---|---|
| Coefficient of variation (CV) | 0.74802282 |
| Kurtosis | 3.3497132 |
| Mean | 1.6484151 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0343372 |
| Sum | 124968 |
| Variance | 1.5204176 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 53763 | |
| 2 | 8830 | 11.6% |
| 3 | 5340 | 7.0% |
| 4 | 3806 | 5.0% |
| 5 | 2122 | 2.8% |
| 6 | 1947 | 2.6% |
| 0 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 53763 | |
| 2 | 8830 | 11.6% |
| 3 | 5340 | 7.0% |
| 4 | 3806 | 5.0% |
| 5 | 2122 | 2.8% |
| 6 | 1947 | 2.6% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 6 | 1947 | 2.6% |
| 5 | 2122 | 2.8% |
| 4 | 3806 | 5.0% |
| 3 | 5340 | 7.0% |
| 2 | 8830 | 11.6% |
| 1 | 53763 | |
| 0 | 2 | < 0.1% |
Course
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9010.2168 |
| Minimum | 33 |
|---|---|
| Maximum | 9991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 8014 |
| Q1 | 9119 |
| median | 9254 |
| Q3 | 9670 |
| 95-th percentile | 9991 |
| Maximum | 9991 |
| Range | 9958 |
| Interquartile range (IQR) | 551 |
Descriptive statistics
| Standard deviation | 1783.1368 |
|---|---|
| Coefficient of variation (CV) | 0.19790165 |
| Kurtosis | 19.632101 |
| Mean | 9010.2168 |
| Median Absolute Deviation (MAD) | 246 |
| Skewness | -4.5371357 |
| Sum | 6.8307354 × 108 |
| Variance | 3179576.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9500 | 12007 | |
| 9773 | 8136 | |
| 9238 | 7877 | |
| 9147 | 7698 | |
| 9254 | 5403 | 7.1% |
| 9085 | 5314 | 7.0% |
| 9670 | 4744 | 6.3% |
| 9991 | 4001 | 5.3% |
| 9003 | 3677 | 4.9% |
| 9070 | 3230 | 4.3% |
| Other values (9) | 13724 |
| Value | Count | Frequency (%) |
| 33 | 70 | 0.1% |
| 39 | 1 | < 0.1% |
| 171 | 2763 | |
| 979 | 1 | < 0.1% |
| 8014 | 2412 | |
| 9003 | 3677 | |
| 9070 | 3230 | |
| 9085 | 5314 | |
| 9119 | 2973 | |
| 9130 | 1580 | 2.1% |
| Value | Count | Frequency (%) |
| 9991 | 4001 | 5.3% |
| 9853 | 3190 | 4.2% |
| 9773 | 8136 | |
| 9670 | 4744 | 6.3% |
| 9556 | 734 | 1.0% |
| 9500 | 12007 | |
| 9254 | 5403 | |
| 9238 | 7877 | |
| 9147 | 7698 | |
| 9130 | 1580 | 2.1% |
Daytime/evening attendance
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 1 | |
|---|---|
| 0 | 6396 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 75811 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 69415 | |
| 0 | 6396 | 8.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 69415 | |
| 0 | 6396 | 8.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 69415 | |
| 0 | 6396 | 8.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 75811 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 69415 | |
| 0 | 6396 | 8.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75811 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 69415 | |
| 0 | 6396 | 8.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75811 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 69415 | |
| 0 | 6396 | 8.4% |
Previous qualification
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6542059 |
| Minimum | 1 |
|---|---|
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 19 |
| Maximum | 43 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.6116495 |
|---|---|
| Coefficient of variation (CV) | 2.3566405 |
| Kurtosis | 10.815464 |
| Mean | 3.6542059 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.438636 |
| Sum | 277029 |
| Variance | 74.160507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 66572 | |
| 19 | 2931 | 3.9% |
| 39 | 2905 | 3.8% |
| 3 | 1384 | 1.8% |
| 12 | 888 | 1.2% |
| 9 | 307 | 0.4% |
| 40 | 248 | 0.3% |
| 42 | 224 | 0.3% |
| 2 | 97 | 0.1% |
| 6 | 97 | 0.1% |
| Other values (11) | 158 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 66572 | |
| 2 | 97 | 0.1% |
| 3 | 1384 | 1.8% |
| 4 | 20 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 97 | 0.1% |
| 9 | 307 | 0.4% |
| 10 | 43 | 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 888 | 1.2% |
| Value | Count | Frequency (%) |
| 43 | 34 | < 0.1% |
| 42 | 224 | 0.3% |
| 40 | 248 | 0.3% |
| 39 | 2905 | |
| 38 | 37 | < 0.1% |
| 37 | 3 | < 0.1% |
| 36 | 1 | < 0.1% |
| 19 | 2931 | |
| 17 | 2 | < 0.1% |
| 15 | 11 | < 0.1% |
Previous qualification (grade)
Real number (ℝ)
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.13556 |
| Minimum | 100 |
|---|---|
| Maximum | 164 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 115 |
| Q1 | 125 |
| median | 133.1 |
| Q3 | 139 |
| 95-th percentile | 150 |
| Maximum | 164 |
| Range | 64 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 10.552601 |
|---|---|
| Coefficient of variation (CV) | 0.079861929 |
| Kurtosis | 0.65235016 |
| Mean | 132.13556 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 0.011186544 |
| Sum | 10017329 |
| Variance | 111.35738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 133.1 | 10672 | 14.1% |
| 130 | 6241 | 8.2% |
| 140 | 5889 | 7.8% |
| 120 | 4489 | 5.9% |
| 125 | 2749 | 3.6% |
| 135 | 2527 | 3.3% |
| 131 | 2197 | 2.9% |
| 150 | 2149 | 2.8% |
| 132 | 2097 | 2.8% |
| 127 | 1753 | 2.3% |
| Other values (76) | 35048 |
| Value | Count | Frequency (%) |
| 100 | 682 | |
| 101 | 27 | < 0.1% |
| 102 | 44 | 0.1% |
| 103 | 17 | < 0.1% |
| 105 | 29 | < 0.1% |
| 106 | 94 | 0.1% |
| 107 | 39 | 0.1% |
| 108 | 167 | 0.2% |
| 109 | 51 | 0.1% |
| 110 | 1242 |
| Value | Count | Frequency (%) |
| 164 | 40 | 0.1% |
| 163 | 60 | 0.1% |
| 162.9 | 1 | < 0.1% |
| 162 | 76 | 0.1% |
| 161 | 83 | 0.1% |
| 160 | 1121 | |
| 159 | 50 | 0.1% |
| 158 | 177 | 0.2% |
| 157 | 153 | 0.2% |
| 156 | 126 | 0.2% |
Mother's qualification
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.852554 |
| Minimum | 1 |
|---|---|
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 19 |
| Q3 | 37 |
| 95-th percentile | 38 |
| Maximum | 44 |
| Range | 43 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 15.396537 |
|---|---|
| Coefficient of variation (CV) | 0.77554437 |
| Kurtosis | -1.6457527 |
| Mean | 19.852554 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.04727747 |
| Sum | 1505042 |
| Variance | 237.05334 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 20033 | |
| 19 | 18835 | |
| 37 | 18487 | |
| 38 | 8998 | |
| 3 | 5780 | 7.6% |
| 34 | 1974 | 2.6% |
| 2 | 601 | 0.8% |
| 12 | 357 | 0.5% |
| 4 | 305 | 0.4% |
| 5 | 95 | 0.1% |
| Other values (25) | 346 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 20033 | |
| 2 | 601 | 0.8% |
| 3 | 5780 | 7.6% |
| 4 | 305 | 0.4% |
| 5 | 95 | 0.1% |
| 6 | 21 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 45 | 0.1% |
| 10 | 15 | < 0.1% |
| Value | Count | Frequency (%) |
| 44 | 2 | < 0.1% |
| 43 | 16 | < 0.1% |
| 42 | 19 | < 0.1% |
| 41 | 26 | < 0.1% |
| 40 | 49 | 0.1% |
| 39 | 45 | 0.1% |
| 38 | 8998 | |
| 37 | 18487 | |
| 36 | 15 | < 0.1% |
| 35 | 10 | < 0.1% |
Father's qualification
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.434488 |
| Minimum | 1 |
|---|---|
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 19 |
| Q3 | 37 |
| 95-th percentile | 38 |
| Maximum | 44 |
| Range | 43 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 14.916535 |
|---|---|
| Coefficient of variation (CV) | 0.63652061 |
| Kurtosis | -1.4120112 |
| Mean | 23.434488 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.44156719 |
| Sum | 1776592 |
| Variance | 222.50301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 23073 | |
| 19 | 18863 | |
| 1 | 15477 | |
| 38 | 12155 | |
| 3 | 2942 | 3.9% |
| 34 | 1775 | 2.3% |
| 2 | 491 | 0.6% |
| 12 | 292 | 0.4% |
| 4 | 211 | 0.3% |
| 39 | 116 | 0.2% |
| Other values (29) | 416 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 15477 | |
| 2 | 491 | 0.6% |
| 3 | 2942 | 3.9% |
| 4 | 211 | 0.3% |
| 5 | 98 | 0.1% |
| 6 | 9 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 19 | < 0.1% |
| 10 | 10 | < 0.1% |
| 11 | 75 | 0.1% |
| Value | Count | Frequency (%) |
| 44 | 3 | < 0.1% |
| 43 | 14 | < 0.1% |
| 42 | 7 | < 0.1% |
| 41 | 11 | < 0.1% |
| 40 | 25 | < 0.1% |
| 39 | 116 | 0.2% |
| 38 | 12155 | |
| 37 | 23073 | |
| 36 | 43 | 0.1% |
| 35 | 5 | < 0.1% |
Mother's occupation
Real number (ℝ)
ZEROS 
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5873026 |
| Minimum | 0 |
|---|---|
| Maximum | 194 |
| Zeros | 2185 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 194 |
| Range | 194 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 17.478355 |
|---|---|
| Coefficient of variation (CV) | 2.035372 |
| Kurtosis | 65.679622 |
| Mean | 8.5873026 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.6959298 |
| Sum | 651012 |
| Variance | 305.4929 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 32077 | |
| 4 | 15927 | |
| 5 | 9397 | 12.4% |
| 3 | 4588 | 6.1% |
| 7 | 4186 | 5.5% |
| 2 | 4011 | 5.3% |
| 0 | 2185 | 2.9% |
| 90 | 973 | 1.3% |
| 6 | 780 | 1.0% |
| 1 | 757 | 1.0% |
| Other values (30) | 930 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 2185 | 2.9% |
| 1 | 757 | 1.0% |
| 2 | 4011 | 5.3% |
| 3 | 4588 | 6.1% |
| 4 | 15927 | |
| 5 | 9397 | 12.4% |
| 6 | 780 | 1.0% |
| 7 | 4186 | 5.5% |
| 8 | 237 | 0.3% |
| 9 | 32077 |
| Value | Count | Frequency (%) |
| 194 | 79 | 0.1% |
| 193 | 13 | < 0.1% |
| 192 | 23 | < 0.1% |
| 191 | 211 | |
| 175 | 9 | < 0.1% |
| 173 | 2 | < 0.1% |
| 172 | 1 | < 0.1% |
| 171 | 1 | < 0.1% |
| 163 | 1 | < 0.1% |
| 153 | 8 | < 0.1% |
Father's occupation
Real number (ℝ)
ZEROS 
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8876284 |
| Minimum | 0 |
|---|---|
| Maximum | 195 |
| Zeros | 2038 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 195 |
| Range | 195 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 16.812821 |
|---|---|
| Coefficient of variation (CV) | 1.8917106 |
| Kurtosis | 61.892913 |
| Mean | 8.8876284 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 7.4908263 |
| Sum | 673780 |
| Variance | 282.67094 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 22151 | |
| 7 | 12813 | |
| 5 | 9584 | |
| 4 | 6604 | 8.7% |
| 3 | 5608 | 7.4% |
| 8 | 5044 | 6.7% |
| 10 | 4069 | 5.4% |
| 6 | 2884 | 3.8% |
| 2 | 2182 | 2.9% |
| 0 | 2038 | 2.7% |
| Other values (46) | 2834 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 2038 | 2.7% |
| 1 | 1161 | 1.5% |
| 2 | 2182 | 2.9% |
| 3 | 5608 | 7.4% |
| 4 | 6604 | 8.7% |
| 5 | 9584 | |
| 6 | 2884 | 3.8% |
| 7 | 12813 | |
| 8 | 5044 | 6.7% |
| 9 | 22151 |
| Value | Count | Frequency (%) |
| 195 | 5 | < 0.1% |
| 194 | 8 | < 0.1% |
| 193 | 83 | |
| 192 | 27 | < 0.1% |
| 191 | 1 | < 0.1% |
| 183 | 8 | < 0.1% |
| 182 | 11 | < 0.1% |
| 181 | 19 | < 0.1% |
| 175 | 36 | |
| 174 | 3 | < 0.1% |
Admission grade
Real number (ℝ)
| Distinct | 618 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.06576 |
| Minimum | 95 |
|---|---|
| Maximum | 163 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 95 |
|---|---|
| 5-th percentile | 104.45 |
| Q1 | 117.9 |
| median | 124.5 |
| Q3 | 131.7 |
| 95-th percentile | 146.7 |
| Maximum | 163 |
| Range | 68 |
| Interquartile range (IQR) | 13.8 |
Descriptive statistics
| Standard deviation | 12.076396 |
|---|---|
| Coefficient of variation (CV) | 0.096560363 |
| Kurtosis | 0.30880544 |
| Mean | 125.06576 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.218133 |
| Sum | 9481360.7 |
| Variance | 145.83933 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 2993 | 3.9% |
| 130 | 2701 | 3.6% |
| 140 | 2614 | 3.4% |
| 100 | 1666 | 2.2% |
| 110 | 1476 | 1.9% |
| 150 | 981 | 1.3% |
| 128.2 | 692 | 0.9% |
| 126.3 | 604 | 0.8% |
| 116.5 | 597 | 0.8% |
| 121 | 591 | 0.8% |
| Other values (608) | 60896 |
| Value | Count | Frequency (%) |
| 95 | 292 | |
| 95.1 | 28 | < 0.1% |
| 95.5 | 42 | 0.1% |
| 95.7 | 2 | < 0.1% |
| 95.8 | 19 | < 0.1% |
| 96 | 113 | 0.1% |
| 96.1 | 11 | < 0.1% |
| 96.5 | 2 | < 0.1% |
| 96.7 | 31 | < 0.1% |
| 97 | 145 |
| Value | Count | Frequency (%) |
| 163 | 2 | < 0.1% |
| 162.9 | 4 | < 0.1% |
| 162.5 | 21 | |
| 162.4 | 5 | < 0.1% |
| 162.3 | 13 | |
| 162.2 | 9 | |
| 162.1 | 2 | < 0.1% |
| 162 | 19 | |
| 161.9 | 19 | |
| 161.8 | 5 | < 0.1% |
Displaced
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 75811 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 43217 | |
| 0 | 32594 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 43217 | |
| 0 | 32594 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 43217 | |
| 0 | 32594 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 75811 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 43217 | |
| 0 | 32594 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75811 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 43217 | |
| 0 | 32594 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75811 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 43217 | |
| 0 | 32594 |
Debtor
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 0 | |
|---|---|
| 1 | 5395 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 75811 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 70416 | |
| 1 | 5395 | 7.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 70416 | |
| 1 | 5395 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 70416 | |
| 1 | 5395 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 75811 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 70416 | |
| 1 | 5395 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75811 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 70416 | |
| 1 | 5395 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75811 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 70416 | |
| 1 | 5395 | 7.1% |
Tuition fees up to date
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 75811 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 67742 | |
| 0 | 8069 | 10.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 67742 | |
| 0 | 8069 | 10.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 67742 | |
| 0 | 8069 | 10.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 75811 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 67742 | |
| 0 | 8069 | 10.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75811 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 67742 | |
| 0 | 8069 | 10.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75811 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 67742 | |
| 0 | 8069 | 10.6% |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 75811 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 51932 | |
| 1 | 23879 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 51932 | |
| 1 | 23879 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 51932 | |
| 1 | 23879 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 75811 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 51932 | |
| 1 | 23879 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75811 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 51932 | |
| 1 | 23879 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75811 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 51932 | |
| 1 | 23879 |
Scholarship holder
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.8 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 75811 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 57058 | |
| 1 | 18753 | 24.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 57058 | |
| 1 | 18753 | 24.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 57058 | |
| 1 | 18753 | 24.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 75811 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 57058 | |
| 1 | 18753 | 24.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 75811 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 57058 | |
| 1 | 18753 | 24.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 75811 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 57058 | |
| 1 | 18753 | 24.7% |
Age at enrollment
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.264408 |
| Minimum | 17 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 18 |
| median | 19 |
| Q3 | 23 |
| 95-th percentile | 38 |
| Maximum | 70 |
| Range | 53 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 6.8681353 |
|---|---|
| Coefficient of variation (CV) | 0.30848049 |
| Kurtosis | 5.8412034 |
| Mean | 22.264408 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.3743743 |
| Sum | 1687887 |
| Variance | 47.171283 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 22082 | |
| 19 | 18006 | |
| 20 | 10319 | |
| 21 | 4494 | 5.9% |
| 22 | 1894 | 2.5% |
| 24 | 1814 | 2.4% |
| 25 | 1651 | 2.2% |
| 27 | 1499 | 2.0% |
| 28 | 1345 | 1.8% |
| 26 | 1274 | 1.7% |
| Other values (36) | 11433 |
| Value | Count | Frequency (%) |
| 17 | 39 | 0.1% |
| 18 | 22082 | |
| 19 | 18006 | |
| 20 | 10319 | |
| 21 | 4494 | 5.9% |
| 22 | 1894 | 2.5% |
| 23 | 1033 | 1.4% |
| 24 | 1814 | 2.4% |
| 25 | 1651 | 2.2% |
| 26 | 1274 | 1.7% |
| Value | Count | Frequency (%) |
| 70 | 19 | < 0.1% |
| 62 | 3 | < 0.1% |
| 61 | 10 | < 0.1% |
| 60 | 17 | < 0.1% |
| 59 | 7 | < 0.1% |
| 58 | 64 | |
| 57 | 12 | < 0.1% |
| 55 | 59 | |
| 54 | 30 | |
| 53 | 45 |
Curricular units 1st sem (credited)
Real number (ℝ)
ZEROS 
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.18763768 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 72767 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1702454 |
|---|---|
| Coefficient of variation (CV) | 6.2367295 |
| Kurtosis | 79.773051 |
| Mean | 0.18763768 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.2320374 |
| Sum | 14225 |
| Variance | 1.3694744 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 72767 | |
| 2 | 650 | 0.9% |
| 1 | 499 | 0.7% |
| 3 | 408 | 0.5% |
| 6 | 243 | 0.3% |
| 4 | 235 | 0.3% |
| 7 | 215 | 0.3% |
| 5 | 213 | 0.3% |
| 8 | 160 | 0.2% |
| 9 | 103 | 0.1% |
| Other values (11) | 318 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 72767 | |
| 1 | 499 | 0.7% |
| 2 | 650 | 0.9% |
| 3 | 408 | 0.5% |
| 4 | 235 | 0.3% |
| 5 | 213 | 0.3% |
| 6 | 243 | 0.3% |
| 7 | 215 | 0.3% |
| 8 | 160 | 0.2% |
| 9 | 103 | 0.1% |
| Value | Count | Frequency (%) |
| 20 | 5 | < 0.1% |
| 19 | 5 | < 0.1% |
| 18 | 7 | < 0.1% |
| 17 | 10 | < 0.1% |
| 16 | 10 | < 0.1% |
| 15 | 17 | < 0.1% |
| 14 | 45 | |
| 13 | 46 | |
| 12 | 51 | |
| 11 | 61 |
Curricular units 1st sem (enrolled)
Real number (ℝ)
ZEROS 
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8969411 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 2580 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6606585 |
|---|---|
| Coefficient of variation (CV) | 0.28161354 |
| Kurtosis | 13.098287 |
| Mean | 5.8969411 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.30276102 |
| Sum | 447053 |
| Variance | 2.7577866 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 38816 | |
| 5 | 19015 | |
| 7 | 8792 | 11.6% |
| 8 | 4839 | 6.4% |
| 0 | 2580 | 3.4% |
| 12 | 357 | 0.5% |
| 11 | 247 | 0.3% |
| 10 | 234 | 0.3% |
| 4 | 183 | 0.2% |
| 9 | 169 | 0.2% |
| Other values (14) | 579 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 2580 | 3.4% |
| 1 | 37 | < 0.1% |
| 2 | 46 | 0.1% |
| 3 | 47 | 0.1% |
| 4 | 183 | 0.2% |
| 5 | 19015 | |
| 6 | 38816 | |
| 7 | 8792 | 11.6% |
| 8 | 4839 | 6.4% |
| 9 | 169 | 0.2% |
| Value | Count | Frequency (%) |
| 26 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 13 | < 0.1% |
| 19 | 10 | < 0.1% |
| 18 | 59 | |
| 17 | 65 | |
| 16 | 33 | < 0.1% |
| 15 | 93 | |
| 14 | 76 |
Curricular units 1st sem (evaluations)
Real number (ℝ)
ZEROS 
| Distinct | 36 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.364459 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 7810 |
| Zeros (%) | 10.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.5010014 |
|---|---|
| Coefficient of variation (CV) | 0.47539153 |
| Kurtosis | 2.7693611 |
| Mean | 7.364459 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.082159496 |
| Sum | 558307 |
| Variance | 12.257011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 15551 | |
| 7 | 12830 | |
| 6 | 12747 | |
| 0 | 7810 | |
| 9 | 5993 | 7.9% |
| 10 | 5163 | 6.8% |
| 5 | 4799 | 6.3% |
| 11 | 3141 | 4.1% |
| 12 | 3013 | 4.0% |
| 13 | 1812 | 2.4% |
| Other values (26) | 2952 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 7810 | |
| 1 | 43 | 0.1% |
| 2 | 42 | 0.1% |
| 3 | 34 | < 0.1% |
| 4 | 161 | 0.2% |
| 5 | 4799 | 6.3% |
| 6 | 12747 | |
| 7 | 12830 | |
| 8 | 15551 | |
| 9 | 5993 | 7.9% |
| Value | Count | Frequency (%) |
| 45 | 3 | < 0.1% |
| 36 | 3 | < 0.1% |
| 35 | 1 | < 0.1% |
| 33 | 4 | |
| 32 | 5 | |
| 31 | 5 | |
| 29 | 6 | |
| 28 | 1 | < 0.1% |
| 27 | 4 | |
| 26 | 8 |
Curricular units 1st sem (approved)
Real number (ℝ)
ZEROS 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1828363 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 15785 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6827818 |
|---|---|
| Coefficient of variation (CV) | 0.64137864 |
| Kurtosis | 0.46033533 |
| Mean | 4.1828363 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.12420205 |
| Sum | 317105 |
| Variance | 7.1973184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 21832 | |
| 0 | 15785 | |
| 5 | 12159 | |
| 7 | 7512 | 9.9% |
| 4 | 6976 | 9.2% |
| 3 | 4684 | 6.2% |
| 2 | 2465 | 3.3% |
| 1 | 1936 | 2.6% |
| 8 | 1365 | 1.8% |
| 11 | 274 | 0.4% |
| Other values (13) | 823 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 15785 | |
| 1 | 1936 | 2.6% |
| 2 | 2465 | 3.3% |
| 3 | 4684 | 6.2% |
| 4 | 6976 | 9.2% |
| 5 | 12159 | |
| 6 | 21832 | |
| 7 | 7512 | 9.9% |
| 8 | 1365 | 1.8% |
| 9 | 190 | 0.3% |
| Value | Count | Frequency (%) |
| 26 | 2 | < 0.1% |
| 21 | 9 | < 0.1% |
| 20 | 3 | < 0.1% |
| 19 | 10 | < 0.1% |
| 18 | 41 | 0.1% |
| 17 | 34 | < 0.1% |
| 16 | 10 | < 0.1% |
| 15 | 20 | < 0.1% |
| 14 | 44 | 0.1% |
| 13 | 115 |
Curricular units 1st sem (grade)
Real number (ℝ)
ZEROS 
| Distinct | 1199 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.00442 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 15786 |
| Zeros (%) | 20.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.666667 |
| median | 12.166667 |
| Q3 | 13.3 |
| 95-th percentile | 14.537143 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 2.6333333 |
Descriptive statistics
| Standard deviation | 5.2472048 |
|---|---|
| Coefficient of variation (CV) | 0.52448863 |
| Kurtosis | -0.12340912 |
| Mean | 10.00442 |
| Median Absolute Deviation (MAD) | 1.2033333 |
| Skewness | -1.2766115 |
| Sum | 758445.12 |
| Variance | 27.533158 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15786 | 20.8% |
| 12 | 4369 | 5.8% |
| 13 | 2862 | 3.8% |
| 11 | 2705 | 3.6% |
| 12.66666667 | 2078 | 2.7% |
| 10 | 1546 | 2.0% |
| 14 | 1464 | 1.9% |
| 11.66666667 | 1420 | 1.9% |
| 11.5 | 1419 | 1.9% |
| 12.33333333 | 1390 | 1.8% |
| Other values (1189) | 40772 |
| Value | Count | Frequency (%) |
| 0 | 15786 | |
| 1 | 1 | < 0.1% |
| 5.666666667 | 1 | < 0.1% |
| 7.6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 8.875 | 1 | < 0.1% |
| 9.8 | 3 | < 0.1% |
| 10 | 1546 | 2.0% |
| 10.16666667 | 5 | < 0.1% |
| 10.2 | 128 | 0.2% |
| Value | Count | Frequency (%) |
| 18 | 14 | |
| 17.33333333 | 5 | < 0.1% |
| 17.125 | 1 | < 0.1% |
| 17.11111111 | 2 | < 0.1% |
| 17 | 8 | |
| 16.88571429 | 1 | < 0.1% |
| 16.85714286 | 3 | < 0.1% |
| 16.83333333 | 5 | < 0.1% |
| 16.8 | 1 | < 0.1% |
| 16.71428571 | 6 |
Curricular units 1st sem (without evaluations)
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.057986308 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 73386 |
| Zeros (%) | 96.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.40918572 |
|---|---|
| Coefficient of variation (CV) | 7.056592 |
| Kurtosis | 182.49924 |
| Mean | 0.057986308 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.571173 |
| Sum | 4396 |
| Variance | 0.16743295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73386 | |
| 1 | 1359 | 1.8% |
| 2 | 736 | 1.0% |
| 3 | 122 | 0.2% |
| 4 | 76 | 0.1% |
| 7 | 40 | 0.1% |
| 6 | 31 | < 0.1% |
| 8 | 28 | < 0.1% |
| 5 | 26 | < 0.1% |
| 12 | 3 | < 0.1% |
| Other values (2) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 73386 | |
| 1 | 1359 | 1.8% |
| 2 | 736 | 1.0% |
| 3 | 122 | 0.2% |
| 4 | 76 | 0.1% |
| 5 | 26 | < 0.1% |
| 6 | 31 | < 0.1% |
| 7 | 40 | 0.1% |
| 8 | 28 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 28 | < 0.1% |
| 7 | 40 | 0.1% |
| 6 | 31 | < 0.1% |
| 5 | 26 | < 0.1% |
| 4 | 76 | 0.1% |
| 3 | 122 | 0.2% |
| 2 | 736 |
Curricular units 2nd sem (credited)
Real number (ℝ)
ZEROS 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13632586 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 73146 |
| Zeros (%) | 96.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.93223836 |
|---|---|
| Coefficient of variation (CV) | 6.8383089 |
| Kurtosis | 109.05785 |
| Mean | 0.13632586 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.5133258 |
| Sum | 10335 |
| Variance | 0.86906836 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73146 | |
| 1 | 644 | 0.8% |
| 2 | 603 | 0.8% |
| 4 | 423 | 0.6% |
| 5 | 314 | 0.4% |
| 3 | 183 | 0.2% |
| 6 | 111 | 0.1% |
| 11 | 81 | 0.1% |
| 7 | 66 | 0.1% |
| 9 | 47 | 0.1% |
| Other values (10) | 193 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 73146 | |
| 1 | 644 | 0.8% |
| 2 | 603 | 0.8% |
| 3 | 183 | 0.2% |
| 4 | 423 | 0.6% |
| 5 | 314 | 0.4% |
| 6 | 111 | 0.1% |
| 7 | 66 | 0.1% |
| 8 | 38 | 0.1% |
| 9 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 3 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 5 | < 0.1% |
| 15 | 12 | < 0.1% |
| 14 | 12 | < 0.1% |
| 13 | 29 | < 0.1% |
| 12 | 44 | |
| 11 | 81 | |
| 10 | 45 |
Curricular units 2nd sem (enrolled)
Real number (ℝ)
ZEROS 
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9390194 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 2583 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6175282 |
|---|---|
| Coefficient of variation (CV) | 0.2723561 |
| Kurtosis | 8.1820148 |
| Mean | 5.9390194 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.54726565 |
| Sum | 450243 |
| Variance | 2.6163974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 38774 | |
| 5 | 19396 | |
| 8 | 10346 | 13.6% |
| 7 | 3293 | 4.3% |
| 0 | 2583 | 3.4% |
| 11 | 339 | 0.4% |
| 9 | 238 | 0.3% |
| 10 | 230 | 0.3% |
| 12 | 197 | 0.3% |
| 13 | 129 | 0.2% |
| Other values (12) | 286 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 2583 | 3.4% |
| 1 | 8 | < 0.1% |
| 2 | 24 | < 0.1% |
| 3 | 13 | < 0.1% |
| 4 | 110 | 0.1% |
| 5 | 19396 | |
| 6 | 38774 | |
| 7 | 3293 | 4.3% |
| 8 | 10346 | 13.6% |
| 9 | 238 | 0.3% |
| Value | Count | Frequency (%) |
| 23 | 1 | < 0.1% |
| 21 | 2 | < 0.1% |
| 19 | 6 | < 0.1% |
| 18 | 8 | < 0.1% |
| 17 | 39 | 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 11 | < 0.1% |
| 14 | 61 | 0.1% |
| 13 | 129 | |
| 12 | 197 |
Curricular units 2nd sem (evaluations)
Real number (ℝ)
ZEROS 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2471277 |
| Minimum | 0 |
|---|---|
| Maximum | 33 |
| Zeros | 8635 |
| Zeros (%) | 11.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.4981652 |
|---|---|
| Coefficient of variation (CV) | 0.48269677 |
| Kurtosis | 1.3822174 |
| Mean | 7.2471277 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.17459474 |
| Sum | 549412 |
| Variance | 12.23716 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 14865 | |
| 6 | 13082 | |
| 7 | 10226 | |
| 0 | 8635 | |
| 9 | 7703 | |
| 5 | 5782 | 7.6% |
| 10 | 5167 | 6.8% |
| 11 | 3273 | 4.3% |
| 12 | 3179 | 4.2% |
| 13 | 1371 | 1.8% |
| Other values (21) | 2528 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 8635 | |
| 1 | 11 | < 0.1% |
| 2 | 19 | < 0.1% |
| 3 | 12 | < 0.1% |
| 4 | 53 | 0.1% |
| 5 | 5782 | 7.6% |
| 6 | 13082 | |
| 7 | 10226 | |
| 8 | 14865 | |
| 9 | 7703 |
| Value | Count | Frequency (%) |
| 33 | 3 | < 0.1% |
| 31 | 1 | < 0.1% |
| 28 | 7 | < 0.1% |
| 27 | 5 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 6 | < 0.1% |
| 24 | 9 | < 0.1% |
| 23 | 11 | < 0.1% |
| 22 | 38 | |
| 21 | 38 |
Curricular units 2nd sem (approved)
Real number (ℝ)
ZEROS 
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0105921 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 18214 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.7696522 |
|---|---|
| Coefficient of variation (CV) | 0.69058436 |
| Kurtosis | -0.64748882 |
| Mean | 4.0105921 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.15420121 |
| Sum | 304047 |
| Variance | 7.6709734 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 18890 | |
| 0 | 18214 | |
| 5 | 11724 | |
| 4 | 6671 | 8.8% |
| 8 | 5061 | 6.7% |
| 3 | 5014 | 6.6% |
| 7 | 4592 | 6.1% |
| 2 | 3096 | 4.1% |
| 1 | 1660 | 2.2% |
| 11 | 272 | 0.4% |
| Other values (11) | 617 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 18214 | |
| 1 | 1660 | 2.2% |
| 2 | 3096 | 4.1% |
| 3 | 5014 | 6.6% |
| 4 | 6671 | 8.8% |
| 5 | 11724 | |
| 6 | 18890 | |
| 7 | 4592 | 6.1% |
| 8 | 5061 | 6.7% |
| 9 | 172 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 2 | < 0.1% |
| 19 | 6 | < 0.1% |
| 18 | 8 | < 0.1% |
| 17 | 18 | < 0.1% |
| 16 | 7 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 17 | < 0.1% |
| 13 | 81 | 0.1% |
| 12 | 130 | |
| 11 | 272 |
Curricular units 2nd sem (grade)
Real number (ℝ)
ZEROS 
| Distinct | 1233 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6343934 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 18215 |
| Zeros (%) | 24.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 12.114286 |
| Q3 | 13.2 |
| 95-th percentile | 14.666667 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 5.5317488 |
|---|---|
| Coefficient of variation (CV) | 0.5741668 |
| Kurtosis | -0.63643372 |
| Mean | 9.6343934 |
| Median Absolute Deviation (MAD) | 1.3142857 |
| Skewness | -1.0740724 |
| Sum | 730393 |
| Variance | 30.600245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18215 | |
| 11 | 3467 | 4.6% |
| 12 | 3418 | 4.5% |
| 13 | 3018 | 4.0% |
| 12.5 | 1674 | 2.2% |
| 14 | 1411 | 1.9% |
| 12.66666667 | 1392 | 1.8% |
| 10 | 1350 | 1.8% |
| 11.5 | 1319 | 1.7% |
| 12.83333333 | 1114 | 1.5% |
| Other values (1223) | 39433 |
| Value | Count | Frequency (%) |
| 0 | 18215 | |
| 1 | 1 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 9.833333333 | 1 | < 0.1% |
| 10 | 1350 | 1.8% |
| 10.14285714 | 1 | < 0.1% |
| 10.16666667 | 23 | < 0.1% |
| 10.2 | 40 | 0.1% |
| 10.25 | 139 | 0.2% |
| 10.28571429 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 17.71428571 | 4 | |
| 17.69230769 | 1 | < 0.1% |
| 17.6 | 6 | |
| 17.5875 | 1 | < 0.1% |
| 17.42857143 | 1 | < 0.1% |
| 17.33333333 | 1 | < 0.1% |
| 17.16666667 | 5 | |
| 17 | 6 | |
| 16.90909091 | 1 | < 0.1% |
Curricular units 2nd sem (without evaluations)
Real number (ℝ)
ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.06274815 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 73677 |
| Zeros (%) | 97.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4633872 |
|---|---|
| Coefficient of variation (CV) | 7.3848744 |
| Kurtosis | 133.21149 |
| Mean | 0.06274815 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.361313 |
| Sum | 4757 |
| Variance | 0.2147277 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73677 | |
| 1 | 1020 | 1.3% |
| 2 | 437 | 0.6% |
| 3 | 327 | 0.4% |
| 4 | 119 | 0.2% |
| 5 | 108 | 0.1% |
| 6 | 47 | 0.1% |
| 7 | 38 | 0.1% |
| 8 | 34 | < 0.1% |
| 12 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 73677 | |
| 1 | 1020 | 1.3% |
| 2 | 437 | 0.6% |
| 3 | 327 | 0.4% |
| 4 | 119 | 0.2% |
| 5 | 108 | 0.1% |
| 6 | 47 | 0.1% |
| 7 | 38 | 0.1% |
| 8 | 34 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 34 | < 0.1% |
| 7 | 38 | 0.1% |
| 6 | 47 | 0.1% |
| 5 | 108 | 0.1% |
| 4 | 119 | 0.2% |
| 3 | 327 | 0.4% |
| 2 | 437 | |
| 1 | 1020 |
Unemployment rate
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.518223 |
| Minimum | 7.6 |
|---|---|
| Maximum | 16.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 7.6 |
|---|---|
| 5-th percentile | 7.6 |
| Q1 | 9.4 |
| median | 11.1 |
| Q3 | 12.7 |
| 95-th percentile | 16.2 |
| Maximum | 16.2 |
| Range | 8.6 |
| Interquartile range (IQR) | 3.3 |
Descriptive statistics
| Standard deviation | 2.6532357 |
|---|---|
| Coefficient of variation (CV) | 0.23035113 |
| Kurtosis | -0.95199402 |
| Mean | 11.518223 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | 0.23028831 |
| Sum | 873208 |
| Variance | 7.0396596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.6 | 10382 | |
| 9.4 | 10069 | |
| 10.8 | 9324 | |
| 12.4 | 8395 | |
| 12.7 | 7322 | |
| 11.1 | 6774 | |
| 15.5 | 6690 | |
| 16.2 | 6075 | |
| 13.9 | 5723 | |
| 8.9 | 5055 |
| Value | Count | Frequency (%) |
| 7.6 | 10382 | |
| 8.9 | 5055 | |
| 9.4 | 10069 | |
| 10.8 | 9324 | |
| 11.1 | 6774 | |
| 12.4 | 8395 | |
| 12.7 | 7322 | |
| 13.9 | 5723 | |
| 14.5 | 2 | < 0.1% |
| 15.5 | 6690 |
| Value | Count | Frequency (%) |
| 16.2 | 6075 | |
| 15.5 | 6690 | |
| 14.5 | 2 | < 0.1% |
| 13.9 | 5723 | |
| 12.7 | 7322 | |
| 12.4 | 8395 | |
| 11.1 | 6774 | |
| 10.8 | 9324 | |
| 9.4 | 10069 | |
| 8.9 | 5055 |
Inflation rate
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.230212 |
| Minimum | -0.8 |
|---|---|
| Maximum | 3.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 15791 |
| Negative (%) | 20.8% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | -0.8 |
|---|---|
| 5-th percentile | -0.8 |
| Q1 | 0.3 |
| median | 1.4 |
| Q3 | 2.6 |
| 95-th percentile | 3.7 |
| Maximum | 3.7 |
| Range | 4.5 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.3989718 |
|---|---|
| Coefficient of variation (CV) | 1.1371795 |
| Kurtosis | -1.0712749 |
| Mean | 1.230212 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 0.23279439 |
| Sum | 93263.6 |
| Variance | 1.957122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.4 | 14378 | |
| 2.6 | 10382 | |
| -0.8 | 10069 | |
| 0.5 | 8395 | |
| 3.7 | 7321 | |
| 0.6 | 6774 | |
| 2.8 | 6692 | |
| 0.3 | 6075 | |
| -0.3 | 5721 | 7.5% |
| 0.7 | 1 | < 0.1% |
| Other values (3) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| -0.8 | 10069 | |
| -0.6 | 1 | < 0.1% |
| -0.3 | 5721 | 7.5% |
| 0.3 | 6075 | |
| 0.4 | 1 | < 0.1% |
| 0.5 | 8395 | |
| 0.6 | 6774 | |
| 0.7 | 1 | < 0.1% |
| 1.4 | 14378 | |
| 2.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.7 | 7321 | |
| 2.8 | 6692 | |
| 2.6 | 10382 | |
| 2.5 | 1 | < 0.1% |
| 1.4 | 14378 | |
| 0.7 | 1 | < 0.1% |
| 0.6 | 6774 | |
| 0.5 | 8395 | |
| 0.4 | 1 | < 0.1% |
| 0.3 | 6075 |
GDP
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.080726544 |
| Minimum | -4.06 |
|---|---|
| Maximum | 3.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 30160 |
| Negative (%) | 39.8% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | -4.06 |
|---|---|
| 5-th percentile | -4.06 |
| Q1 | -1.7 |
| median | 0.32 |
| Q3 | 1.79 |
| 95-th percentile | 3.51 |
| Maximum | 3.51 |
| Range | 7.57 |
| Interquartile range (IQR) | 3.49 |
Descriptive statistics
| Standard deviation | 2.2499981 |
|---|---|
| Coefficient of variation (CV) | -27.87185 |
| Kurtosis | -1.0590471 |
| Mean | -0.080726544 |
| Median Absolute Deviation (MAD) | 1.47 |
| Skewness | -0.37847965 |
| Sum | -6119.96 |
| Variance | 5.0624915 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.32 | 10382 | |
| -3.12 | 10070 | |
| 1.74 | 9326 | |
| 1.79 | 8396 | |
| -1.7 | 7322 | |
| 2.02 | 6774 | |
| -4.06 | 6693 | |
| -0.92 | 6075 | |
| 0.79 | 5722 | |
| 3.51 | 5050 |
| Value | Count | Frequency (%) |
| -4.06 | 6693 | |
| -3.12 | 10070 | |
| -1.7 | 7322 | |
| -0.92 | 6075 | |
| 0.32 | 10382 | |
| 0.74 | 1 | < 0.1% |
| 0.79 | 5722 | |
| 1.74 | 9326 | |
| 1.79 | 8396 | |
| 2.02 | 6774 |
| Value | Count | Frequency (%) |
| 3.51 | 5050 | |
| 2.02 | 6774 | |
| 1.79 | 8396 | |
| 1.74 | 9326 | |
| 0.79 | 5722 | |
| 0.74 | 1 | < 0.1% |
| 0.32 | 10382 | |
| -0.92 | 6075 | |
| -1.7 | 7322 | |
| -3.12 | 10070 |
Target
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.3 MiB |
| Graduate | |
|---|---|
| Dropout | |
| Enrolled |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.6697049 |
| Min length | 7 |
Characters and Unicode
| Total characters | 581448 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Graduate |
|---|---|
| 2nd row | Dropout |
| 3rd row | Dropout |
| 4th row | Enrolled |
| 5th row | Graduate |
Common Values
| Value | Count | Frequency (%) |
| Graduate | 35900 | |
| Dropout | 25040 | |
| Enrolled | 14871 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| graduate | 35900 | |
| dropout | 25040 | |
| enrolled | 14871 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 75811 | |
| a | 71800 | |
| o | 64951 | |
| u | 60940 | |
| t | 60940 | |
| d | 50771 | |
| e | 50771 | |
| G | 35900 | |
| l | 29742 | 5.1% |
| D | 25040 | 4.3% |
| Other values (3) | 54782 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 505637 | |
| Uppercase Letter | 75811 | 13.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 75811 | |
| a | 71800 | |
| o | 64951 | |
| u | 60940 | |
| t | 60940 | |
| d | 50771 | |
| e | 50771 | |
| l | 29742 | 5.9% |
| p | 25040 | 5.0% |
| n | 14871 | 2.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 35900 | |
| D | 25040 | |
| E | 14871 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 581448 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 75811 | |
| a | 71800 | |
| o | 64951 | |
| u | 60940 | |
| t | 60940 | |
| d | 50771 | |
| e | 50771 | |
| G | 35900 | |
| l | 29742 | 5.1% |
| D | 25040 | 4.3% |
| Other values (3) | 54782 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 581448 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 75811 | |
| a | 71800 | |
| o | 64951 | |
| u | 60940 | |
| t | 60940 | |
| d | 50771 | |
| e | 50771 | |
| G | 35900 | |
| l | 29742 | 5.1% |
| D | 25040 | 4.3% |
| Other values (3) | 54782 |
| Marital status | Application mode | Application order | Course | Daytime/evening attendance | Previous qualification | Previous qualification (grade) | Mother's qualification | Father's qualification | Mother's occupation | Father's occupation | Admission grade | Displaced | Debtor | Tuition fees up to date | Gender | Scholarship holder | Age at enrollment | Curricular units 1st sem (credited) | Curricular units 1st sem (enrolled) | Curricular units 1st sem (evaluations) | Curricular units 1st sem (approved) | Curricular units 1st sem (grade) | Curricular units 1st sem (without evaluations) | Curricular units 2nd sem (credited) | Curricular units 2nd sem (enrolled) | Curricular units 2nd sem (evaluations) | Curricular units 2nd sem (approved) | Curricular units 2nd sem (grade) | Curricular units 2nd sem (without evaluations) | Unemployment rate | Inflation rate | GDP | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 1 | 9238 | 1 | 1 | 126.0 | 1 | 19 | 5 | 5 | 122.6 | 0 | 0 | 1 | 0 | 1 | 18 | 0 | 6 | 6 | 6 | 14.500000 | 0 | 0 | 6 | 7 | 6 | 12.428571 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
| 1 | 1 | 17 | 1 | 9238 | 1 | 1 | 125.0 | 19 | 19 | 9 | 9 | 119.8 | 1 | 0 | 1 | 0 | 0 | 18 | 0 | 6 | 8 | 4 | 11.600000 | 0 | 0 | 6 | 9 | 0 | 0.000000 | 0 | 11.1 | 0.6 | 2.02 | Dropout |
| 2 | 1 | 17 | 2 | 9254 | 1 | 1 | 137.0 | 3 | 19 | 2 | 3 | 144.7 | 0 | 0 | 1 | 1 | 0 | 18 | 0 | 6 | 0 | 0 | 0.000000 | 0 | 0 | 6 | 0 | 0 | 0.000000 | 0 | 16.2 | 0.3 | -0.92 | Dropout |
| 3 | 1 | 1 | 3 | 9500 | 1 | 1 | 131.0 | 19 | 3 | 3 | 2 | 126.1 | 1 | 0 | 1 | 0 | 1 | 18 | 0 | 7 | 9 | 7 | 12.591250 | 0 | 0 | 8 | 11 | 7 | 12.820000 | 0 | 11.1 | 0.6 | 2.02 | Enrolled |
| 4 | 1 | 1 | 2 | 9500 | 1 | 1 | 132.0 | 19 | 37 | 4 | 9 | 120.1 | 1 | 0 | 1 | 0 | 0 | 18 | 0 | 7 | 12 | 6 | 12.933333 | 0 | 0 | 7 | 12 | 6 | 12.933333 | 0 | 7.6 | 2.6 | 0.32 | Graduate |
| 5 | 1 | 39 | 1 | 171 | 1 | 19 | 133.1 | 19 | 19 | 1 | 1 | 100.0 | 0 | 0 | 1 | 1 | 0 | 24 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 13.9 | -0.3 | 0.79 | Dropout |
| 6 | 1 | 44 | 1 | 9085 | 1 | 39 | 130.0 | 37 | 37 | 9 | 6 | 130.0 | 1 | 0 | 1 | 0 | 0 | 21 | 0 | 5 | 7 | 4 | 12.750000 | 0 | 0 | 5 | 8 | 5 | 13.250000 | 0 | 12.4 | 0.5 | 1.79 | Graduate |
| 7 | 1 | 1 | 1 | 9773 | 1 | 1 | 130.0 | 19 | 37 | 4 | 5 | 133.9 | 1 | 0 | 1 | 1 | 0 | 18 | 0 | 6 | 6 | 5 | 13.000000 | 0 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 10.8 | 1.4 | 1.74 | Graduate |
| 8 | 1 | 39 | 1 | 9003 | 1 | 1 | 133.1 | 19 | 19 | 9 | 9 | 130.0 | 1 | 1 | 0 | 1 | 0 | 24 | 0 | 6 | 8 | 0 | 0.000000 | 0 | 0 | 6 | 10 | 0 | 0.000000 | 0 | 16.2 | 0.3 | -0.92 | Dropout |
| 9 | 1 | 1 | 6 | 9500 | 1 | 1 | 135.0 | 37 | 37 | 4 | 9 | 128.0 | 1 | 0 | 1 | 0 | 1 | 18 | 0 | 7 | 7 | 6 | 12.966667 | 0 | 0 | 7 | 7 | 6 | 12.966667 | 0 | 7.6 | 2.6 | 0.32 | Graduate |
| Marital status | Application mode | Application order | Course | Daytime/evening attendance | Previous qualification | Previous qualification (grade) | Mother's qualification | Father's qualification | Mother's occupation | Father's occupation | Admission grade | Displaced | Debtor | Tuition fees up to date | Gender | Scholarship holder | Age at enrollment | Curricular units 1st sem (credited) | Curricular units 1st sem (enrolled) | Curricular units 1st sem (evaluations) | Curricular units 1st sem (approved) | Curricular units 1st sem (grade) | Curricular units 1st sem (without evaluations) | Curricular units 2nd sem (credited) | Curricular units 2nd sem (enrolled) | Curricular units 2nd sem (evaluations) | Curricular units 2nd sem (approved) | Curricular units 2nd sem (grade) | Curricular units 2nd sem (without evaluations) | Unemployment rate | Inflation rate | GDP | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 76508 | 1 | 1 | 1 | 9238 | 1 | 1 | 132.0 | 1 | 1 | 4 | 3 | 123.8 | 1 | 0 | 1 | 0 | 0 | 19 | 0 | 6 | 9 | 5 | 10.600000 | 0 | 0 | 6 | 8 | 5 | 11.400000 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
| 76509 | 1 | 1 | 1 | 9500 | 1 | 1 | 147.0 | 37 | 19 | 9 | 8 | 140.7 | 0 | 0 | 1 | 0 | 0 | 19 | 0 | 7 | 7 | 6 | 14.966667 | 0 | 0 | 7 | 7 | 6 | 14.966667 | 0 | 7.6 | 2.6 | 0.32 | Graduate |
| 76510 | 1 | 1 | 1 | 9773 | 1 | 1 | 130.0 | 12 | 3 | 9 | 3 | 153.6 | 1 | 0 | 1 | 1 | 0 | 18 | 0 | 6 | 6 | 6 | 13.833333 | 0 | 0 | 6 | 6 | 6 | 14.666667 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
| 76511 | 1 | 17 | 1 | 9773 | 1 | 1 | 138.0 | 1 | 19 | 4 | 0 | 134.2 | 1 | 0 | 1 | 0 | 0 | 18 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 0 | 6 | 6 | 6 | 13.000000 | 0 | 12.4 | 0.5 | 1.79 | Graduate |
| 76512 | 1 | 1 | 1 | 9238 | 1 | 1 | 134.0 | 19 | 38 | 4 | 7 | 122.1 | 1 | 0 | 1 | 0 | 0 | 19 | 0 | 6 | 6 | 6 | 12.666667 | 0 | 0 | 6 | 6 | 6 | 12.166667 | 0 | 7.6 | 2.6 | 0.32 | Graduate |
| 76513 | 1 | 17 | 1 | 9254 | 1 | 1 | 121.0 | 19 | 1 | 7 | 5 | 116.5 | 1 | 0 | 1 | 0 | 1 | 18 | 0 | 6 | 9 | 6 | 10.666667 | 0 | 0 | 6 | 8 | 5 | 10.600000 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
| 76514 | 1 | 1 | 6 | 9254 | 1 | 1 | 125.0 | 1 | 38 | 4 | 9 | 131.6 | 1 | 0 | 1 | 0 | 0 | 19 | 0 | 6 | 22 | 4 | 13.000000 | 0 | 0 | 6 | 9 | 6 | 13.875000 | 0 | 9.4 | -0.8 | -3.12 | Graduate |
| 76515 | 5 | 17 | 1 | 9085 | 1 | 1 | 138.0 | 37 | 37 | 9 | 10 | 123.3 | 1 | 0 | 1 | 0 | 0 | 19 | 0 | 5 | 13 | 4 | 12.500000 | 2 | 0 | 5 | 8 | 5 | 11.400000 | 1 | 9.4 | -0.8 | -3.12 | Enrolled |
| 76516 | 1 | 1 | 3 | 9070 | 1 | 1 | 136.0 | 38 | 37 | 5 | 9 | 124.8 | 1 | 0 | 1 | 0 | 0 | 18 | 0 | 6 | 0 | 0 | 0.000000 | 0 | 0 | 6 | 0 | 0 | 0.000000 | 0 | 7.6 | 2.6 | 0.32 | Dropout |
| 76517 | 1 | 1 | 1 | 9773 | 1 | 1 | 133.1 | 19 | 19 | 4 | 9 | 131.0 | 1 | 0 | 1 | 0 | 0 | 19 | 0 | 6 | 6 | 6 | 12.833333 | 0 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 15.5 | 2.8 | -4.06 | Graduate |